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Mar 23
I analyzed 798 reviews across 12 awning installer businesses. Half of them are using the wrong Google category entirely 🧵👇 Image
50% scatter across 'Sign shop', 'Roofing contractor', 'Construction company' -- wrong searches entirely. Descriptions average 384 of 750 characters. 51% of reviews go unanswered. 42% don't list any services. Image
Swipe through to see all 5 fixes -- each one takes less than 15 minutes. Image
Read 8 tweets
Mar 23
NOBODY TALKS ABOUT HOW POWERFUL CLAUDE IS FOR GROWING ON THREADS

I gained +1,000 followers in a single day using these 5 prompts.

Use these to hack the algorithm:

(Save this before it goes viral). Image
1/ The Viral Reverse Engineer
Analyze these 3 Threads posts that went viral: [paste posts].
Tell me the exact structure, tone, and hook pattern they share.
Then rewrite my post using the same formula: [paste your post].
2/ The Viral One-Liner
You are a viral Threads creator. Write 10 one-line posts about [topic].
Start each with a bold, emotional or opinionated claim. Keep it raw, human, slightly unfiltered. Use natural emphasis (CAPS if needed).
Avoid generic/motivational tone. No em dashes (—). Output only the posts.
Read 7 tweets
Mar 23
🚨 BREAKING: Passive studying is dead!

Claude can train your brain harder than most professors ever will.

Here are 10 Claude prompts to learn anything 10× faster
1) Socratic Drillmaster

Prompt:
“Act as a Socratic coach for [TOPIC].
Do NOT give me answers. Only ask smart questions that lead me to the answer.
Start by asking what I already know and where I’m confused.
After each reply, ask the next best question.
At the end, summarize what I discovered in 5 bullets.”
2) Mixed Practice Architect

Prompt:
“Build an interleaved practice session for [SKILL/SUBJECT] inside [TOPIC].
Mix related concepts instead of studying one at a time.
Give me a 30–45 min plan + 12–15 mixed drills + answer key + a review loop for mistakes.
Ask my current level first.”
Read 12 tweets
Mar 23
1) Two age peaks: a fascinating paper confirmed two peaks for when people get ME/CFS: around 16 years old and in the mid thirties.

The early onset in adolescence was associated with severe ME/CFS, an infectious onset, and having relatives with the disease.

A brief summary... Image
2) Healthcare data from Norway had previously suggests that Incidence age is bimodal for ME/CFS. This study checked this pattern using two big sources: the DecodeME study and a large European survey with more than 8000 respondents.
3) They tried to fit a unimodal normal curve to the onset data but that didn't fit well (Hartigan's Dip Test was significant). Using three modes also caused problems but if they used a bimodal distribution, the means and standard deviations were almost the same in all countries. Image
Read 10 tweets
Mar 23
1/6
The Long-Term Trap:
What happens when a society abandons infection control and normalizes mass sickness? We are shifting from a society of prevention to a society of permanent reaction. This has devastating consequences. 🧵 #PublicHealth #LongTermImpact
2/6
A "Chronically Ill" Society:
By treating reinfections as "normal," we face an accumulation of systemic damage. Repeated viral hits impact vascular health, immune function, and organ integrity.
We risk a generation facing age-related diseases much earlier in life.
3/6
Economic Instability: The idea that "letting it rip" saves the economy is a fallacy. High baseline sick leave, disability from Long Covid, and the loss of skilled labor create a permanent drag on productivity and social systems.
Sickness is a cost, not a strategy.
Read 7 tweets
Mar 23
#SupremeCourt hears writ petition by NGO Vanashakti, in which last year it recalled its own order that prohibited granting retrospective environmental clearances.

Bench: CJI Surya Kant, Justice Joymalya Bagchi and Justice Vipul Pancholi. Image
Senior Advocate Gopal Sankarnarayanan takes the Court through various EIA notifications and relevant circulars from time to time: the first time they came up with this idea of ex-post facto environmental clearance was in 1998.
Sankarnarayanan: our argument is the only window that is open today in law for applying for expost facto clearance is the notification dated 14th March 2017. If you have as on that date have a half constructed building without clearance, you have 6 months within which you should apply for clearance
Read 29 tweets
Mar 23
𝗧𝗛𝗥𝗘𝗔𝗗

Lets discuss...

Our inability to see beyond the Bandvagn when it comes to high mobility load carriage in extreme terrain Image
Hägglund & Söner Bandvagn vehicles, in all variations, are fantastic. Highly mobile, reliable, compact, and proven in snow and other challenging terrain. Image
This is not a dig at the vehicles, they are fantastic. Image
Read 24 tweets
Mar 23
39% of artificial turf reviews go completely unanswered. That is your competitive advantage sitting right there — and it costs nothing to fix 🧵👇 Image
I analyzed 3,700 reviews across 44 real artificial turf businesses in Houston, Phoenix, and Tampa. Here are the 5 Google Profile fixes that take about 30 minutes total. Image
The average description uses only 472 of 750 characters. 9% of businesses list zero services. Top performers average 252 photos with a range up to 1,542. Image
Read 8 tweets
Mar 23
The real headline here is simple - this preprint study set immunity debt against SARS-CoV-2 as rival explanations for rising invasive strep - and only one of them held up in the data🧵
This study asks a very specific question. What best explains the post-pandemic rise in invasive group A streptococcal infections (iGAS)?
Is it mainly immunity debt - the idea that reduced exposure during pandemic restrictions left people more vulnerable - or is it more consistent with the effects of prior SARS2 infection? The authors set those two explanations directly against each other and try to see which one the data actually support.
Read 17 tweets
Mar 23
Robert Brovdi, Commander of Ukraine's Unmanned Systems Forces:

Soldiers are ordered to target [Russian] personnel, rather than armour or other equipment, at least 30% of the time. 1/6 Image
“If a battalion has no infantry left, the Russians don’t disband it but throw desk officers to the front. They are the easiest targets, because they can’t fight.” 2/6
Every mission, whether drone strike or electronic-warfare session, is logged and verified by video, then fed into business-intelligence software that Brovdi repurposed from his days as a grain trader. 3/6
Read 7 tweets
Mar 23
@Glenn_Diesen It's surprising how few people actually grasp the concept of mullahcracy in Iran and how the system is deeply entrenched in Iran..Even though Iran is a theocracy with a supreme leader, it’s not merely an autocracy where the Ayatollah takes control through military force or 2/
@Glenn_Diesen 2/ political manipulations. Instead, he secures his position through a consensus among a group of learned shia clerics, many of whom might be just as capable, if not more so, than the Ayatollah himself. The whole system thrives on competition, interdependence, and teamwork 3/
@Glenn_Diesen 3/among influential clerics who are all vying for roles in the political and governance structure.
Moreover, there are various layers and power centers within the clerical hierarchy that truly comprehend how Shia theocracy functions, playing vital roles in sustaining a robust 4/
Read 4 tweets
Mar 23
🚨BREAKING: Andrej Karpathy just built a method that improves AI skills automatically.

No fine-tuning. No retraining. No labeled data.

Your Claude prompts are failing 30% of the time and this fixes it.

Here's the exact system he built and the 9 prompts that fixed everything: Image
1/ FIX YOUR PROMPT FAILURE RATE

Act as a Claude prompt engineer who eliminates the top failure patterns from any existing skill or prompt.

Take my diagnosed prompt failures and rewrite the prompt to fix every root cause without changing the original intent.


1. Ask me to paste the original prompt and the failure diagnosis
2. Map each failure pattern to a specific structural fix
3. Rewrite the prompt with targeted changes only — no unnecessary additions
4. Show a before/after comparison for each fix
5. Score the rewritten prompt against the same 5 test inputs from diagnosis



- Fix root causes only — never patch symptoms
- Every change must map to a specific failure pattern
- Do not add complexity unless it directly eliminates a failure
- Before/after must be shown for every structural change made


Original vs Fixed → Change Log per Failure → New Baseline Score → Confidence Rating
2/ BUILD A SKILL THAT NEVER BREAKS

Act as a Claude skill architect who designs prompts with built-in failure prevention from the start.

Take my goal or use case and build a production-ready Claude skill that eliminates the most common failure modes before they happen.


1. Ask me to describe what I want the skill to do and who uses it
2. Identify the 3 most likely failure modes for this type of task
3. Build the skill with constraints, output formats, and guardrails pre-loaded
4. Run it against 5 edge case inputs to stress test it
5. Deliver the final skill with a breakdown of every failure prevention layer



- Prevention beats diagnosis — build failure resistance in from day one
- Every constraint must have a reason — no rules without purpose
- Edge cases must be tested before delivery, not after
- Output format must be locked — ambiguity is the enemy of consistency


Skill Draft → Failure Prevention Map → Edge Case Results → Production-Ready Skill
Read 11 tweets

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